Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012903

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012764

distance 0.191

#2 · Punecell 4900012952

distance 0.202

#3 · Punecell 4900012272

distance 0.221

#4 · Punecell 4900012554

distance 0.233

#5 · Nashikcell 4870000249

distance 0.246 · cross-district

#6 · Ahmednagarcell 4660008335

distance 0.258 · cross-district

#7 · Punecell 4900012765

distance 0.266

#8 · Nashikcell 4870001190

distance 0.267 · cross-district

#9 · Punecell 4900012260

distance 0.275

#10 · Punecell 4900012904

distance 0.28

#11 · Punecell 4900012480

distance 0.281

#12 · Nashikcell 4870001283

distance 0.29 · cross-district

#13 · Ahmednagarcell 4660008183

distance 0.291 · cross-district

#14 · Nashikcell 4870001281

distance 0.295 · cross-district

#15 · Nashikcell 4870000756

distance 0.3 · cross-district

#16 · Punecell 4900010885

distance 0.306

#17 · Nashikcell 4870000529

distance 0.309 · cross-district

#18 · Sataracell 4940008290

distance 0.311 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900012903}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.